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Weakly-supervised Learning

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Showing 151–175 of 613 papers

TitleStatusHype
Losses over Labels: Weakly Supervised Learning via Direct Loss ConstructionCode0
Mask the Unknown: Assessing Different Strategies to Handle Weak Annotations in the MICCAI2023 Mediastinal Lymph Node Quantification ChallengeCode0
CIGMO: Categorical invariant representations in a deep generative frameworkCode0
Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density NetworksCode0
Acquiring Weak Annotations for Tumor Localization in Temporal and Volumetric DataCode0
Cross-Modality Neuroimage Synthesis: A SurveyCode0
LFSamba: Marry SAM with Mamba for Light Field Salient Object DetectionCode0
Master's Thesis : Deep Learning for Visual RecognitionCode0
Learning Semantic Segmentation with Query Points Supervision on Aerial ImagesCode0
Learning from Video and Text via Large-Scale Discriminative ClusteringCode0
Learning to Generate Visual Questions with Noisy SupervisionCode0
Learning from Reduced Labels for Long-Tailed DataCode0
Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text ClassificationCode0
Learning from True-False Labels via Multi-modal Prompt RetrievingCode0
Dynamic Context Correspondence Network for Semantic AlignmentCode0
Learning 3D Shape Completion under Weak SupervisionCode0
CAMEL: A Weakly Supervised Learning Framework for Histopathology Image SegmentationCode0
Learning 3D Shape Completion From Laser Scan Data With Weak SupervisionCode0
CAMEL2: Enhancing weakly supervised learning for histopathology images by incorporating the significance ratioCode0
Efficient Quality Control of Whole Slide Pathology Images with Human-in-the-loop TrainingCode0
CEREBRUM: a fast and fully-volumetric Convolutional Encoder-decodeR for weakly-supervised sEgmentation of BRain strUctures from out-of-the-scanner MRICode0
Domain Adaptation with Pre-trained Transformers for Query-Focused Abstractive Text SummarizationCode0
Learning more expressive joint distributions in multimodal variational methodsCode0
Label Propagation with Weak SupervisionCode0
Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text SummarizationCode0
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